Εμφάνιση αναρτήσεων με ετικέτα Disaster monitoring. Εμφάνιση όλων των αναρτήσεων
Εμφάνιση αναρτήσεων με ετικέτα Disaster monitoring. Εμφάνιση όλων των αναρτήσεων

Δευτέρα 4 Ιανουαρίου 2016

Seeing a tornado track with Landsat imagery



We have looked at the paths of destruction caused by tornadoes in Google Earth imagery a number of times before. Nearly every one of the tornadoes we have looked at in the US occurred in the months of April or May, which appears to be peak tornado season in the US. Tornadoes can, however, occur at any time of year and due to the unseasonably warm weather the US has been having recently there were several tornadoes just before Christmas.

We came across this story, which says that one of the tornadoes had a record long track for the month of December. Google has not yet released any December imagery so we wondered if it would be visible in Landsat imagery. We used the technique described in this post to get a relatively low resolution Landsat image of the area captured on December 24th, the day after the tornado struck and found we were able to just make out the path of the tornado. We also downloaded the higher resolution version of the Landsat data and processed it with software from GeoSage as described in this post.


We were able to trace out the path of the tornado a distance of around 92 km (57 miles). News reports, however, mention damage to property quite some distance from both ends of the visible track (from Clarksdale, Mississippi to Lutts, Arkansas) reaching at least double that distance.


A section of the track as seen in Landsat 8 imagery. Can you see it?

Keep in mind that Landsat imagery has a resolution of about 30m per pixel. The visible track of the tornado is over a kilometre wide in places.

Shown above is only a part of the visible track. For the full track and two different versions of the Landsat imagery (cropped and compressed to keep the file sizes down) download this KML file. The KML also includes markers relating to some news stories and links to YouTube videos of the tornado or other tornadoes in the vicinity.





About Timothy Whitehead
Timothy has been using Google Earth since 2004 when it was still called Keyhole before it was renamed Google Earth in 2005 and has been a huge fan ever since. He is a programmer working forRed Wing Aerobatx and lives in Cape Town, South Africa.


Τετάρτη 4 Νοεμβρίου 2015

A Collaborative Approach to Storm Recovery


In the aftermath of Hurricane Sandy, which struck the northeastern United States in 2012, New York State Electric and Gas (NYSEG) and Rochester Gas and Electric (RG&E) saw an opportunity to enhance their emergency response planning by improving data collection. Not long into the modification process, these two Iberdrola USA-owned companies used Esri solutions to turn their plans for hurricane response improvement into a new, all-events assessment strategy—a cost-effective overhaul that would impact nearly 3 million electricity and natural gas customers in upstate New York.

Using Esri's Collector for ArcGIS app on iPad minis, Iberdrola USA field staff can now report broken poles, downed wires, and damaged transformers in real time using online and offline editing modes. 

The Catalyst: Hurricane Sandy
Hurricane Sandy, a superstorm packing torrential downpours and 80-mile-per-hour (129-kilometer-per-hour) winds, roared into the northeastern United States on October 29, 2012. With damages totaling more than $65 billion, Hurricane Sandy is the second most destructive hurricane in US history, behind the Gulf Coast's Hurricane Katrina in 2005.

While Long Island and New York City bore the brunt of the damage from wind, rain, and storm surge, more than 117,000 NYSEG and 27,000 RG&E customers were without power.

Shortly after the hurricane, New York governor Andrew Cuomo established the Moreland Commission to make recommendations for how New York State's power utility companies could improve their responses to extended power interruptions. One outcome of the commission was the development of a utility scorecard, filed with the New York State Public Service Commission, to report on key performance indicators during outages lasting 72 hours or longer.

An essential performance measurement is how quickly utility companies can do a preliminary damage assessment. To comply with this feature of the scorecard and to improve their emergency response systems, the two New York-based Iberdrola USA companies, plus the Central Maine Power Company (CMP), sought to change from a manual damage assessment method to an automated system designed around a central data repository.

Pre-Sandy Storm Response
Although Iberdrola USA companies had begun enhancing their restoration processes—particularly their damage assessment practices—before Hurricane Sandy, these operations were still quite labor-intensive and time-consuming.

By 2012, damage assessors from NYSEG and RG&E were no longer bringing paper maps and tally sheets into the field. Iberdrola USA had gotten PDAs in 2006, which ran a customized version of Esri's ArcPad. But six years later, the maps were only semiautomated; the geodatabases were only a bit quicker to access; and office staff still had to collate the data after collection, usually after hours. What's more, the devices were stored at each division office, so before a storm, NYSEG's GIS and mapping project manager, Stephen Hope, had to pack them up and drive them—sometimes through threatening conditions—to affected locations for fast deployment.

Working with Local Authorities
Local municipalities and counties had been looking for ways to leverage their own resources to assist with postemergency damage assessments as well, particularly in areas that had a lot of ground to cover. Hurricane Sandy made the need for collaboration even more apparent.

After the hurricane, secondary roads were in such disrepair that utility workers couldn't access their equipment to complete even preliminary assessments of broken poles, downed wires, and damaged transformers. The municipalities asked if there was a way that their own workers could report damage to Iberdrola USA companies rather than having to wait for company assessors to get to their areas. Municipalities wanted to have access to Iberdrola USA's database to record downed poles or blocked roads, for instance, complete with geographic coordinates, pictures, and details.

The utility companies thought this was a good idea, so Iberdrola USA's IT applications manager, Paul Booker, and programmers Dean Hartley and Dick Abram worked in ArcGIS Online to make that happen. Moreover, this aspect of the project fell in line with the Moreland Commission's recommendation that utilities collaborate more with municipalities.

A New Kind of Storm Recovery Collaboration
NYSEG, RG&E, and CMP were looking for a damage assessment solution that could be ready within about a year. With guidance from Esri, they came up with one that could be deployed quickly and easily and that fit their licensing packages.

In November 2014, the Iberdrola USA companies released a three-part GIS solution to make postemergency damage assessments more swift, collaborative, and comprehensive. It was one part mobile, one part web maps, and one part dashboard.


Supervisors now use an in-house dashboard in ArcGIS Online to monitor incoming data from the field.

Part One: Mobile Damage Assessments
To help with its own damage assessments, Iberdrola USA launched the Esri Collector for ArcGIS app on 300 iPad minis with data plans and individual phone numbers. Hope worked with NYSEG's manager of electric distribution quality assurance and quality control, La Wanda Ervin, to distribute these devices evenly across the company's New York and Maine service areas so that damage assessors could be deployed quickly wherever a storm hit.

Field personnel can now more accurately report damaged assets in real time using online and offline editing modes. The iPad minis communicate with the utilities' central geodatabase as soon as they enter cellular service zones. And data collection is map based.

"We did not use maps on the PDAs because the screen was so small," Hope said. "With the tablets, the maps are large and easy to use."

As fieldworkers record damage data, the tablets' GPS automatically pans to that location. Technicians can drop pinpoints to mark assets that need to be repaired, and the back-office programming automatically identifies each asset by drawing location data from the nearest utility pole. Field crews can also input photos, enter the type and extent of the damage, and report nearby conditions. What's more, assessors can communicate to and from the field using email or texting.

This system is more efficient and user-friendly than any of the utilities' previous procedures, and it saves time and money.

"The feedback we received has been wonderful," said Ervin. "The data coming in is more accurate, and most of our field technicians already used iPhones, so the technology is familiar to them. They love it."

Part Two: Collaborating with Municipalities Using Web Maps
Right after a storm or other emergency, municipal workers can now call their dispatchers to report preliminary damage to utility infrastructure and access points. The dispatchers can then log in to the municipalities' ArcGIS Online accounts and record the damages in the appropriate Iberdrola USA web map. Municipal personnel require minimal training to input the data, and the interface furnishes a simple way for municipalities and utility companies to work together to record damage assessments.

NYSEG has so far piloted this approach in three municipalities. Iberdrola USA hopes that more of the nearly 1,000 municipalities in its two-state service area join the initiative. They must have ArcGIS Online named user accounts, though, before they can participate.

Part Three: Monitoring Operations via a Web-Based Dashboard
Supervisors at all three utilities no longer have to wait to get field information compiled overnight. They can now monitor incoming data from the field on an in-house, Esri technology-based web application.

This higher-level dashboard view, available through ArcGIS Online, summarizes information such as the locations of downed primary and secondary wires, where transformers are leaking or need replacing, and how many broken utility poles there are. Training was minimal for this application too, said Hope, since the interface is so simple and intuitive.
Ticking All the Boxes—and Then Some

This three-pronged mobile, web, and dashboard solution was just what the Iberdrola USA companies needed. The quickly executed project lets utilities enter real-time damage assessment data, facilitates municipal involvement, and gives managers timely awareness of the overall situation.

Putting the system into practice was exceedingly cost-effective too. It took less than $100,000 to implement, including initial payments for licensing, devices, and other equipment.

And, as Ervin points out, the payoffs for being able to restore power more quickly exceed the monetary benefits.

"Imagine the cost savings in a storm like Sandy if you can leverage technology to get the power on one day faster," she said. "The payoff is also increased customer satisfaction and improved municipal relations."

Source: ESRI

Παρασκευή 16 Οκτωβρίου 2015

Geographic insight key to protecting vulnerable communities during disasters



Geographic insight delivered through a combination of authoritative spatial data and Geographic Information System (GIS) technology offers disaster relief agencies the greatest vantage point for determining how best to respond to an emergency, says Chris McIntosh, an international expert in using geospatial technology for large-scale disaster response.

Mr McIntosh – the Director of Public Safety Solutions for the world’s largest GIS technology company, Esri – said authoritative geospatial data and GIS sit at the heart of many disaster preparedness, response, and recovery efforts worldwide.

“When every second counts and the stakes are high, first responders need to make decisions that are driven by accurate authoritative data, so they can be confident they have made the best possible choices under a huge amount of pressure,” he said.

Mr McIntosh said assembling the required authoritative datasets simply involves emergency services authorities identifying who the key information custodians are and facilitating the sharing of mission-critical data via collaborative spatial technology platforms.

“For governments and emergency services groups, the result is a more effective, more coordinated response that enables agencies to mobilise the right resources at the right place and at a right time.

“With GIS technology, first responders can immediately visualise critical infrastructure and vulnerable populations within their community that they need to protect when disaster strikes. In addition, they can also identify and prioritise potential threats, both environmental and man-made, and develop comprehensive plans for evacuations, containment, and mitigation.

Having worked with government and disaster relief agencies as part of Esri’s Public Safety Assistance programme – a global initiative that assists organisations during large-scale disasters – Mr McIntosh and his team has helped provide first responders with actionable data needed on the ground.

“Responding to a disaster and helping towns recover from it is a massive task which requires a robust planning process,”
said Mr McIntosh.

“To do this, we set up remote emergency response centres and provide local authorities with dynamic GIS dashboards to support efforts in reaching out to affected communities.”

“By taking a geographic perspective of an unfolding disaster, emergency response groups are able to efficiently direct their limited resources to the places where they can do the most good. Furthermore, with the insight delivered through GIS technology, government agencies are able to effectively dispatch first responders and optimise supply routes of relief goods.”


The maps shown on these dashboards features layers of data, which includes profiled populations, public infrastructure either at risk or destroyed, the location of evacuation centres and hospitals, potential routes for relief goods, and live reports from social media.

“While not considered an authoritative dataset, crowdsourced information – such as that obtained through Twitter – has proved to be a powerful source of information, particularly in areas such as disaster management, public safety, and where data is limited,” Mr McIntosh said.

“Social media platforms combined with crowdsourcing breeds useful conversation and interaction, which can help crisis teams and first responders, arrive at well-informed decisions at such critical time" he said.

Πέμπτη 8 Οκτωβρίου 2015

International Charter "Space and Major Disasters" Geographic tool

Interactive map‬ - The International Charter "Space and Major Disasters" (Charter) serves as an important source of satellite imagery for response to major natural and man-made disasters worldwide.


Follow the link here, to access the tool's page.